{"id":"W4392562229","doi":"10.4324/9781003302094-4","title":"Technical Expertise and Democratic Legitimacy in European Law over the Last Quarter Century","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Legitimacy; Democratic legitimacy; Democracy; Political science; Law; History; Archaeology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01476319,0.0003908032,0.000600981,0.003307112,0.005397538,0.01503022,0.001028422,0.007141784,0.004035394],"category_scores_gemma":[0.02558431,0.0002997655,0.0004074745,0.004464757,0.03544885,0.01075252,0.004966464,0.005887319,0.0003412036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00912465,"about_ca_system_score_gemma":0.006372559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731879,"about_ca_topic_score_gemma":0.007072007,"domain_scores_codex":[0.9904063,0.004095848,0.0004160772,0.001181503,0.002700674,0.00119958],"domain_scores_gemma":[0.9783421,0.01636082,0.001296252,0.001457617,0.001920435,0.0006229391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004391258,0.000008815759,0.0001382221,0.000009075542,0.000002633854,0.00001468002,0.001282808,0.0002004174,0.00001916415,0.990978,0.001235304,0.006106376],"study_design_scores_gemma":[0.00001471369,0.00001783215,0.002064522,0.0001901623,0.000007625527,0.00006782857,0.001314759,0.0006812129,0.0001860763,0.8878116,0.1076271,0.00001660691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06402455,0.0191419,0.006087465,0.04295977,0.0006755557,0.00001772914,0.00004630922,0.00005512025,0.8669916],"genre_scores_gemma":[0.9417593,0.003959492,0.001337691,0.003412478,0.0008964317,0.00003116516,0.00002884825,0.00003949547,0.04853511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01503022,"threshold_uncertainty_score":0.07807612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001273936704366,"score_gpt":0.2777578643479608,"score_spread":0.2577451249809172,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}